Saumik Bhattacharya

Orcid: 0000-0003-1273-7969

According to our database1, Saumik Bhattacharya authored at least 57 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
TIC: text-guided image colorization using conditional generative model.
Multim. Tools Appl., April, 2024

2023
Multi-scale attention guided pose transfer.
Pattern Recognit., May, 2023

PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection.
IEEE Trans. Emerg. Top. Comput., 2023

LATIS: Lambda Abstraction-based Thermal Image Super-resolution.
CoRR, 2023

Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting Performance.
CoRR, 2023

FAST: Font-Agnostic Scene Text Editing.
CoRR, 2023

DySTreSS: Dynamically Scaled Temperature in Self-Supervised Contrastive Learning.
CoRR, 2023

MMC: Multi-Modal Colorization of Images using Textual Descriptions.
CoRR, 2023

Global Context-Aware Person Image Generation.
CoRR, 2023

Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

SelfDocSeg: A Self-supervised Vision-Based Approach Towards Document Segmentation.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

2022
Multi-path Convolutional Neural Network to Identify Tumorous Sub-classes for Breast Tissue from Histopathological Images.
SN Comput. Sci., 2022

Self-supervised representation learning for detection of ACL tear injury in knee MR videos.
Pattern Recognit. Lett., 2022

TIC: Text-Guided Image Colorization.
CoRR, 2022

Compressed Sensing MRI Reconstruction with Co-VeGAN: Complex-Valued Generative Adversarial Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Scene Aware Person Image Generation through Global Contextual Conditioning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Attention W-Net: Improved Skip Connections for Better Representations.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

SWIS: Self-Supervised Representation Learning for Writer Independent Offline Signature Verification.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multi-Latent GAN Inversion for Unsupervised 3D Shape Completion.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

TIPS: Text-Induced Pose Synthesis.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Computational Model on COVID-19 Pandemic Using Probabilistic Cellular Automata.
SN Comput. Sci., 2021

MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning.
CoRR, 2021

PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection.
CoRR, 2021

Multipath Graph Convolutional Neural Networks.
CoRR, 2021

SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video.
CoRR, 2021

Interpretive self-supervised pre-training: boosting performance on visual medical data.
Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Contact-Less Heart Rate Detection in Low Light Videos.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Position and Rotation Invariant Sign Language Recognition from 3D Point Cloud Data with Recurrent Neural Networks.
CoRR, 2020

Self-Supervised Representation Learning for Detection of ACL Tear Injury in Knee MRI.
CoRR, 2020

Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction.
CoRR, 2020

A data-driven understanding of COVID-19 dynamics using sequential genetic algorithm based probabilistic cellular automata.
Appl. Soft Comput., 2020

STEFANN: Scene Text Editor Using Font Adaptive Neural Network.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Robust Compressive Sensing MRI Reconstruction using Generative Adversarial Networks.
CoRR, 2019

Large-Scale Font Identification from Document Images.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Visual Saliency Detection Using Spatiotemporal Decomposition.
IEEE Trans. Image Process., 2018

Going Viral: The Epidemiological Strategy of Referral Marketing.
CoRR, 2018

Effects of Degradations on Deep Neural Network Architectures.
CoRR, 2018

Restoration of Archival Videos for Preserving Digital Heritage of India.
Proceedings of the Heritage Preservation - A Computational Approach, 2018

2017
Spatiotemporal Colorization of Video Using 3D Steerable Pyramids.
IEEE Trans. Circuits Syst. Video Technol., 2017

Background estimation and motion saliency detection using total variation-based video decomposition.
Signal Image Video Process., 2017

Improved scene capture in unfavorable lighting conditions.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Design of smart video surveillance system for indoor and outdoor scenes.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Video Summarization Using Novel Video Decomposition Algorithm.
Proceedings of 2nd International Conference on Computer Vision & Image Processing, 2017

2016
A spatiotemporal restoration of partial color artifacts in archival films.
Signal Image Video Process., 2016

Dehazing of color image using stochastic enhancement.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Visual saliency detection using video decomposition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Detection & classification of imperceptible motion using video decomposition.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

2015
Total variation based fast video decomposition for artifact restoration.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Archival Image Restoration Using Non-linear Contrast Stretching.
Proceedings of the Sixth International Conference on Computer and Communication Technology 2015, 2015

Video Shot Detection & Story Board Generation Using Video Decomposition.
Proceedings of the Sixth International Conference on Computer and Communication Technology 2015, 2015

2014
Localized image enhancement.
Proceedings of the Twentieth National Conference on Communications, 2014

Localized image enhancement using depth map.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

High accuracy depth filtering for Kinect using edge guided inpainting.
Proceedings of the 2014 International Conference on Advances in Computing, 2014


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